Tobias Winker
- Wissenschaftlicher Mitarbeiter -
Institut für Informationssysteme
Universität zu Lübeck
Ratzeburger Allee 160 ( Gebäude 64 - 2.OG, Raum 66 )
D-23562 Lübeck
Telefon: +49 451 3101 5725
Fax : +49 451 3101 5704
email : E-Mail an winker(at)ifis.uni-luebeck.de
Curriculum Vitae
- Seit 01. Oktober 2022 - wissenschaftlicher Mitarbeiter am Institut für Informationssysteme der Universität zu Lübeck im Rahmen des BMBF- Projektes QC4DB unter der Leitung von Herrn Prof. Dr. Sven Groppe.
Publikationen
2024
- Nitin Nayak, Tobias Winker, Umut Çalıkyılmaz, Sven Groppe, Jinghua Groppe: Quantum Join Ordering by Splitting the Search Space of QUBO Problems
in: Datenbank-Spektrum, 2024, Vol.24, (1), p.21-32
2023
- Le Gruenwald, Tobias Winker, Umut Çalıkyılmaz, Jinghua Groppe, Sven Groppe: Index Tuning with Machine Learning on Quantum Computers for Large-Scale Database Applications
in: Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023) - International Workshop on Quantum Data Science and Management (QDSM 23), Vancouver, Canada, 2023
- Umut Çalıkyılmaz, Sven Groppe, Jinghua Groppe, Tobias Winker, Stefan Prestel, Farida Shagieva, Daanish Arya, Florian Preis, Le Gruenwald: Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules
in: Proc. VLDB Endow., 2023, Vol.16, (9), p.2344-2353
- Tobias Winker, Sven Groppe, Valter Uotila, Zhengtong Yan, Jiaheng Lu, Maja Franz, Wolfgang Mauerer: Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research
in: Proceedings of ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD), 2023
- Tobias Winker, Umut Çalıkyılmaz, Le Gruenwald, Sven Groppe: Quantum Machine Learning for Join Order Optimization using Variational Quantum Circuits
in: Proceedings of the International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), Seattle, WA, USA, 2023
:@inproceedings{Winker2023QML_JOO, title = {Quantum Machine Learning for Join Order Optimization using Variational Quantum Circuits}, author = {Tobias Winker and Umut Çalıkyılmaz and Le Gruenwald and Sven Groppe}, booktitle = {Proceedings of the International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), Seattle, WA, USA}, year = {2023}, url = {https://doi.org/10.1145/3579142.3594299} }
- Nitin Nayak, Jan Rehfeld, Tobias Winker, Benjamin Warnke, Umut Çalıkyılmaz, Sven Groppe: Constructing Optimal Bushy Join Trees by Solving QUBO Problems on Quantum Hardware and Simulators
in: Proceedings of the International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), Seattle, WA, USA, 2023
2022
- Sven Groppe, Jinghua Groppe, Umut Çalıkyılmaz, Tobias Winker, Le Gruenwald: Quantum Data Management and Quantum Machine Learning for Data Management: State-of-the-Art and Open Challenges
in: Proceedings of the EAI International Conference on Intelligent Systems and Machine Learning (EAI ICISML 2022), 2022